In this paper, a novel approach using deep learning-assisted wavefront correction in beam rotation holographic tomography to acquire three-dimensional images of native biological cell samples is described. With digitally recorded holograms, the aberration contained reconstructed phases. However, there are large computation costs for compensating phase during reconstruction. aid convolution netw...

Low-dose computed tomography screening for lung cancer has led to the increased detection of peripheral pulmonary nodules (PPN). Bronchoscopic modalities PPN biopsy (ultrathin bronchoscope, radial endobronchial ultrasound, electromagnetic navigational bronchoscopy) have not consistently shown diagnostic yields as high ultrasound- or tomography-guided transthoracic needle aspiration surgical bio...